What is the key difference between Langfuse MCP and Last9 MCP Server?

Langfuse MCP belongs to the Monitoring category with local stdio execution, while Last9 MCP Server belongs to the Monitoring category with local stdio execution.

How do I install Langfuse MCP or Last9 MCP Server in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Langfuse MCP and Last9 MCP Server free or paid?

Langfuse MCP operates under a Free / Open Source model (API Key required). Last9 MCP Server operates under a Freemium model (API Key required).

Which MCP server has more tools and community activity?

Langfuse MCP lists 6 tools with 3 views and 105 GitHub stars. Last9 MCP Server lists 80 tools with 4 views and 60 GitHub stars.

Can I use both Langfuse MCP and Last9 MCP Server together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Langfuse MCP vs Last9 MCP Server

In-depth architectural comparison of the Langfuse MCP and Last9 MCP Server MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Langfuse MCP

Monitoring · Local stdio

Quality: 57/100 (Good) | Auth: API Key required

Last9 MCP Server

Monitoring · Local stdio

Quality: 60/100 (Good) | Auth: API Key required

Verdict Summary: Choose Langfuse MCP if you need specialized Monitoring tools running via a local process. Choose Last9 MCP Server if your workspace requires Monitoring integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Langfuse MCP when:

You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: LANGFUSE_PUBLIC_KEY, LANGFUSE_SECRET_KEY, LANGFUSE_HOST, LANGFUSE_MCP_READ_ONLY.
Primary tools included: Trace, observation, session, and exception inspection, Route-decision analysis tools, Prompt, dataset, and annotation queue operations.

Explore Langfuse MCP Details

Choose Last9 MCP Server when:

You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Freemium).
You have access to required keys: LAST9_REFRESH_TOKEN.

Feature & Specification Comparison

Specification	Langfuse MCP avivsinai Monitoring	Last9 MCP Server last9 Monitoring
Summary	Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.	Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
Category & Scope	Monitoring

Tools & Capabilities Breakdown

Langfuse MCP Tools (6)

Trace, observation, session, and exception inspection

Route-decision analysis tools

Prompt, dataset, and annotation queue operations

Server-side metrics aggregation

Selective tool-group loading

Read-only operating mode

Last9 MCP Server Tools (80)

start_time_iso

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Langfuse MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "avivsinai-langfuse-mcp": {
      "command": "uvx",
      "args": [
        "langfuse-mcp"
      ],
      "env": {
        "LANGFUSE_PUBLIC_KEY": "YOUR_LANGFUSE_PUBLIC_KEY_HERE",
        "LANGFUSE_SECRET_KEY": "YOUR_LANGFUSE_SECRET_KEY_HERE",
        "LANGFUSE_HOST": "YOUR_LANGFUSE_HOST_HERE",
        "LANGFUSE_MCP_READ_ONLY": "YOUR_LANGFUSE_MCP_READ_ONLY_HERE"
      }
    }
  }
}

Last9 MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "last9-last9-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@last9/mcp-server@latest"
      ],
      "env": {
        "LAST9_REFRESH_TOKEN": "YOUR_LAST9_REFRESH_TOKEN_HERE"
      }
    }
  }
}

Frequently Asked Questions

Langfuse MCP is categorized under Monitoring and uses a local stdio subprocess. In contrast, Last9 MCP Server belongs to Monitoring using local stdio subprocess. Select Langfuse MCP when you need capabilities focused on monitoring and Last9 MCP Server when you require tools for monitoring.

More alternatives to Langfuse MCP More alternatives to Last9 MCP Server Monitoring category hub